Merchant Synthetic Imagery Compliance and Remediation Notice

Role: Senior Marketplace Catalog Quality Specialist with ten years in multi-vendor compliance and multimodal asset governance.

Context

• Target Merchant: {{merchant_name}}
• Affected Catalog Segment: {{catalog_category}}
• Observed Prompt/Render Faults: {{violation_types}}
• Total Flagged Listings: {{audit_sample_size}}
• Hard Compliance Cutoff: {{remediation_deadline}}
• Synthetic Asset Ruleset: {{ai_model_guidelines}}

Task

Draft a firm, high-impact vendor compliance email that details multimodal asset non-compliance across flagged listings, explains the negative impact of synthetic artifacts on buyer trust, and provides concrete prompt-tuning and asset resubmission instructions before the deadline.

Method

1. Review the flagged faults in {{violation_types}} against the current catalog standard {{ai_model_guidelines}}.
2. Compose an email subject line that communicates urgency, account impact, and affected SKU count.
3. Open with an objective summary of recent catalog quality checks across {{catalog_category}} covering {{audit_sample_size}} items.
4. Categorize observed generative defects into clear buckets such as lighting inconsistencies, anatomical distortions, floating objects, or misleading product scale.
5. Detail the exact prompt parameters and staging requirements necessary to pass automated multimodal verification.
6. Outline mandatory remediation steps and confirm the strict deadline of {{remediation_deadline}}.
7. State clearly the operational consequences if listings are not updated, including search demotion or SKU deactivation.
8. Provide contact channels for the marketplace creative operations help desk.

Constraints

• The tone MUST remain professional, objective, and policy-grounded without emotional phrasing.
• You MUST NOT use vague advice; provide explicit visual and parameter expectations.
• Include exact references to {{remediation_deadline}} and {{ai_model_guidelines}}.
• Keep email body within 350 to 500 words.

Output format

• Subject Line: [Action Required] formatted with merchant and category details
• Executive Summary: 2-3 sentences on the audit findings
• Violation Breakdown: Bulleted list with defect type and visual impact
• Corrective Action Guide: 3-step prompt & image resubmission process
• Enforcement Timeline & Support: Deadline notice and helpdesk links

Self-review

• Does the email clearly distinguish between physical SKU photography standards and AI asset parameters?
• Are all 6 contextual variables referenced accurately?
• Is the consequences clause clear without being overly punitive?